Epigraph 2026-10-05
The epigraph is . It is a convex set exactly when is a convex function, and is a sequentially closed set in the product topology exactly when is sequentially lower semicontinuous.
The epigraph is
Assume is -sequentially lower semicontinuous. If lies in the epigraph and converges to in the product topology, then
The limit remains in the epigraph, so it is a sequentially closed set.
Conversely, suppose the epigraph is a sequentially closed set and sequential lower semicontinuity fails along . Choose a finite real number with . There is a subsequence along which . Thus lies in the epigraph and converges to , which does not lie there. This contradiction proves
This is a sequential statement; identifying it with ordinary closedness requires an appropriate assumption on the topology.
Sequentially closed set 2026-10-05
A sequentially closed set is one that contains every limit of its convergent sequences. This is weaker than being a closed set in a general topological space, but the two conditions agree in metric spaces.
Sublevel set 2026-10-05
A sublevel set consists of points whose objective value is at most a chosen threshold. Coercivity makes finite sublevel sets bounded, while sequential lower semicontinuity makes them sequentially closed sets in the selected topology.